This is a replication package for the Broken Windows Investigation thesis conducted by Hampus Broman and William Levén in 2021.
The package contains a presentation as well as the source for the whole analysis performed.
Read the Broken Windows Investigation thesis for more information and justification about the analysis and procedure.
Notes
If you have any questions or feel that anything in the replication package is amiss, please open an issue.
- Most models have been run with moment matching to improve pareto-k diagnostics. We found no consistent errors in the loo estimates and did not include the moment matching in the replication package due its resource intensiveness.
Sub pages:
- Overview - Provides an overview if the replication package.
- Setup - Data preparation, utility function and library imports.
- Data description - Plots and data descriptions not relating to the outcomes, those are found in “Baysian Models”.
- Models - All our models grouped by which outcome they measure.
- Environment - Description of the computational environment used to perform the analysis.
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